Synopsis
Introduction.- Overview of supervised learning.- Linear methods for regression.- Linear methods for classification.- Basis expansions and regularization.- Kernel smoothing methods.- Model assessment and selection.- Model inference and averaging.- Additive models, trees, and related methods.- Boosting and additive trees.- Neural networks.- Support vector machines and flexible discriminants.- Prototype methods and nearest-neighbors.- Unsupervised learning.
"synopsis" may belong to another edition of this title.
Search results for The Elements of Statistical Learning
Stock Image
The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition
Seller: PAPER CAVALIER UK, London, United Kingdom
Seller rating 4 out of 5 stars
Condition: good. A good reading copy. May contain markings or be a withdrawn library copy. Seller Inventory # 9780387848846-4
Buy Used
£ 60.79
£ 6 shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: 1 available
Stock Image
The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition
Seller: BooksRun, Philadelphia, PA, U.S.A.
Seller rating 5 out of 5 stars
Paperback. Condition: Very Good. It's a well-cared-for item that has seen limited use. The item may show minor signs of wear. All the text is legible, with all pages included. It may have slight markings and/or highlighting. Seller Inventory # 0387848843-8-1
Stock Image
The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition
Seller: Buchmarie, Darmstadt, Germany
Seller rating 5 out of 5 stars
Condition: Very Good. Seller Inventory # 3769901_1d0
Stock Image
The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition
Seller: Mispah books, Redhill, SURRE, United Kingdom
Seller rating 4 out of 5 stars
paperback. Condition: Very Good. Very Good. Dust Jacket may NOT BE INCLUDED.CDs may be missing. SHIPS FROM MULTIPLE LOCATIONS. book. Seller Inventory # ERICA82903878488433
Buy Used
£ 212
£ 25 shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: 1 available